/ OBSERVATIONS · IDEAS · PRACTICE
Notes
Writing on cybersecurity, AI, automotive technology and the work of turning research into practice.
AI Security
Security in the age of AI agents
What changes when software can plan, act and make decisions across systems — and how security teams can prepare.
Read note01
Latest notes
Thoughts, field notes and practical observations from ongoing work.
020304
Automotive security: what changed in 2024
A practical look at the technologies, risks and industry shifts that are reshaping connected mobility.
From research to product: lessons learned
Turning technical insight into something useful requires more than a strong idea. These are the patterns that helped.
Building security knowledge that compounds
How teams can turn isolated discoveries into shared systems, stronger decisions and lasting technical advantage.